Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 97690 |
| Missing cells | 266 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 13979 |
| Duplicate rows (%) | 14.3% |
| Total size in memory | 9.7 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 5 |
|---|---|
| Categorical | 3 |
| Text | 5 |
| Dataset has 13979 (14.3%) duplicate rows | Duplicates |
cafv_eligibility is highly overall correlated with electric_range and 2 other fields | High correlation |
electric_range is highly overall correlated with cafv_eligibility and 2 other fields | High correlation |
ev_type is highly overall correlated with cafv_eligibility and 3 other fields | High correlation |
make is highly overall correlated with cafv_eligibility and 2 other fields | High correlation |
model_year is highly overall correlated with ev_type | High correlation |
postal_code is highly skewed (γ1 = -26.34344976) | Skewed |
census_tract is highly skewed (γ1 = -24.83581899) | Skewed |
Reproduction
| Analysis started | 2025-06-20 10:56:40.394529 |
|---|---|
| Analysis finished | 2025-06-20 10:58:21.011393 |
| Duration | 1 minute and 40.62 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
model_year
Real number (ℝ)
High correlation
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019.1977 |
| Minimum | 2000 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 763.3 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2013 |
| Q1 | 2017 |
| median | 2019 |
| Q3 | 2022 |
| 95-th percentile | 2025 |
| Maximum | 2025 |
| Range | 25 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4100811 |
|---|---|
| Coefficient of variation (CV) | 0.0016888297 |
| Kurtosis | -0.56216769 |
| Mean | 2019.1977 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1338528 |
| Sum | 1.9725542 × 108 |
| Variance | 11.628653 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 2018 | 14504 | |
| 2020 | 12315 | |
| 2019 | 11051 | |
| 2024 | 10084 | |
| 2017 | 8755 | |
| 2023 | 6798 | |
| 2016 | 5302 | 5.4% |
| 2025 | 4952 | 5.1% |
| 2021 | 4906 | 5.0% |
| 2022 | 4710 | 4.8% |
| Other values (10) | 14313 |
| Value | Count | Frequency (%) |
| 2000 | 8 | < 0.1% |
| 2002 | 2 | < 0.1% |
| 2003 | 1 | < 0.1% |
| 2008 | 16 | < 0.1% |
| 2010 | 23 | < 0.1% |
| 2011 | 656 | 0.7% |
| 2012 | 1462 | 1.5% |
| 2013 | 4168 | |
| 2014 | 3364 | |
| 2015 | 4613 |
| Value | Count | Frequency (%) |
| 2025 | 4952 | 5.1% |
| 2024 | 10084 | |
| 2023 | 6798 | |
| 2022 | 4710 | 4.8% |
| 2021 | 4906 | 5.0% |
| 2020 | 12315 | |
| 2019 | 11051 | |
| 2018 | 14504 | |
| 2017 | 8755 | |
| 2016 | 5302 | 5.4% |
make
Categorical
High correlation
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
| TESLA | |
|---|---|
| NISSAN | |
| CHEVROLET | |
| TOYOTA | |
| BMW | |
| Other values (31) |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 5.6072577 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NISSAN |
|---|---|
| 2nd row | KIA |
| 3rd row | TESLA |
| 4th row | JEEP |
| 5th row | TESLA |
Common Values
| Value | Count | Frequency (%) |
| TESLA | 25347 | |
| NISSAN | 10221 | |
| CHEVROLET | 10173 | |
| TOYOTA | 8741 | 8.9% |
| BMW | 6611 | 6.8% |
| JEEP | 6086 | 6.2% |
| KIA | 5059 | 5.2% |
| VOLVO | 4237 | 4.3% |
| FORD | 3999 | 4.1% |
| CHRYSLER | 3479 | 3.6% |
| Other values (26) | 13737 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| tesla | 25347 | |
| nissan | 10221 | |
| chevrolet | 10173 | |
| toyota | 8741 | 8.9% |
| bmw | 6611 | 6.7% |
| jeep | 6086 | 6.2% |
| kia | 5059 | 5.2% |
| volvo | 4237 | 4.3% |
| ford | 3999 | 4.1% |
| chrysler | 3479 | 3.6% |
| Other values (31) | 14014 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 68363 | |
| A | 60075 | |
| S | 55569 | |
| T | 55316 | |
| L | 46422 | 8.5% |
| O | 44204 | 8.1% |
| N | 26151 | 4.8% |
| I | 24755 | 4.5% |
| R | 24151 | 4.4% |
| V | 19879 | 3.6% |
| Other values (18) | 122888 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 546581 | |
| Dash Punctuation | 910 | 0.2% |
| Space Separator | 277 | 0.1% |
| Other Punctuation | 5 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 68363 | |
| A | 60075 | |
| S | 55569 | |
| T | 55316 | |
| L | 46422 | 8.5% |
| O | 44204 | 8.1% |
| N | 26151 | 4.8% |
| I | 24755 | 4.5% |
| R | 24151 | 4.4% |
| V | 19879 | 3.6% |
| Other values (15) | 121696 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 910 |
Space Separator
| Value | Count | Frequency (%) |
| 277 |
Other Punctuation
| Value | Count | Frequency (%) |
| ! | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 546581 | |
| Common | 1192 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 68363 | |
| A | 60075 | |
| S | 55569 | |
| T | 55316 | |
| L | 46422 | 8.5% |
| O | 44204 | 8.1% |
| N | 26151 | 4.8% |
| I | 24755 | 4.5% |
| R | 24151 | 4.4% |
| V | 19879 | 3.6% |
| Other values (15) | 121696 |
Common
| Value | Count | Frequency (%) |
| - | 910 | |
| 277 | 23.2% | |
| ! | 5 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 547773 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 68363 | |
| A | 60075 | |
| S | 55569 | |
| T | 55316 | |
| L | 46422 | 8.5% |
| O | 44204 | 8.1% |
| N | 26151 | 4.8% |
| I | 24755 | 4.5% |
| R | 24151 | 4.4% |
| V | 19879 | 3.6% |
| Other values (18) | 122888 |
model
Text
| Distinct | 105 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 21 |
| Mean length | 6.8238612 |
| Min length | 2 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | LEAF |
|---|---|
| 2nd row | SOUL |
| 3rd row | MODEL 3 |
| 4th row | WRANGLER |
| 5th row | MODEL 3 |
| Value | Count | Frequency (%) |
| model | 25303 | |
| 3 | 13829 | 9.4% |
| leaf | 10221 | 6.9% |
| prime | 7723 | 5.2% |
| phev | 7723 | 5.2% |
| s | 5797 | 3.9% |
| bolt | 5261 | 3.6% |
| ev | 5261 | 3.6% |
| volt | 4686 | 3.2% |
| prius | 4563 | 3.1% |
| Other values (104) | 57087 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 77360 | 11.6% |
| L | 55535 | 8.3% |
| O | 50782 | 7.6% |
| 49764 | 7.5% | |
| R | 38957 | 5.8% |
| A | 38641 | 5.8% |
| M | 35145 | 5.3% |
| D | 28213 | 4.2% |
| I | 27570 | 4.1% |
| P | 26650 | 4.0% |
| Other values (28) | 238006 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 553951 | |
| Space Separator | 49764 | 7.5% |
| Decimal Number | 41913 | 6.3% |
| Close Punctuation | 7723 | 1.2% |
| Open Punctuation | 7723 | 1.2% |
| Dash Punctuation | 5549 | 0.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 77360 | |
| L | 55535 | 10.0% |
| O | 50782 | 9.2% |
| R | 38957 | 7.0% |
| A | 38641 | 7.0% |
| M | 35145 | 6.3% |
| D | 28213 | 5.1% |
| I | 27570 | 5.0% |
| P | 26650 | 4.8% |
| V | 22495 | 4.1% |
| Other values (14) | 152603 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 18105 | |
| 0 | 7936 | |
| 5 | 5853 | 14.0% |
| 4 | 4225 | 10.1% |
| 9 | 3233 | 7.7% |
| 6 | 2072 | 4.9% |
| 2 | 207 | 0.5% |
| 7 | 176 | 0.4% |
| 8 | 105 | 0.3% |
| 1 | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 49764 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 7723 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 7723 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5549 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 553951 | |
| Common | 112672 | 16.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 77360 | |
| L | 55535 | 10.0% |
| O | 50782 | 9.2% |
| R | 38957 | 7.0% |
| A | 38641 | 7.0% |
| M | 35145 | 6.3% |
| D | 28213 | 5.1% |
| I | 27570 | 5.0% |
| P | 26650 | 4.8% |
| V | 22495 | 4.1% |
| Other values (14) | 152603 |
Common
| Value | Count | Frequency (%) |
| 49764 | ||
| 3 | 18105 | 16.1% |
| 0 | 7936 | 7.0% |
| ) | 7723 | 6.9% |
| ( | 7723 | 6.9% |
| 5 | 5853 | 5.2% |
| - | 5549 | 4.9% |
| 4 | 4225 | 3.7% |
| 9 | 3233 | 2.9% |
| 6 | 2072 | 1.8% |
| Other values (4) | 489 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 666623 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 77360 | 11.6% |
| L | 55535 | 8.3% |
| O | 50782 | 7.6% |
| 49764 | 7.5% | |
| R | 38957 | 5.8% |
| A | 38641 | 5.8% |
| M | 35145 | 5.3% |
| D | 28213 | 4.2% |
| I | 27570 | 4.1% |
| P | 26650 | 4.0% |
| Other values (28) | 238006 |
ev_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
| Plug-in Hybrid Electric Vehicle (PHEV) | |
|---|---|
| Battery Electric Vehicle (BEV) |
Length
| Max length | 38 |
|---|---|
| Median length | 38 |
| Mean length | 34.109162 |
| Min length | 30 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Battery Electric Vehicle (BEV) |
|---|---|
| 2nd row | Battery Electric Vehicle (BEV) |
| 3rd row | Battery Electric Vehicle (BEV) |
| 4th row | Plug-in Hybrid Electric Vehicle (PHEV) |
| 5th row | Battery Electric Vehicle (BEV) |
Common Values
| Value | Count | Frequency (%) |
| Plug-in Hybrid Electric Vehicle (PHEV) | 50178 | |
| Battery Electric Vehicle (BEV) | 47512 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| electric | 97690 | |
| vehicle | 97690 | |
| plug-in | 50178 | |
| hybrid | 50178 | |
| phev | 50178 | |
| battery | 47512 | |
| bev | 47512 |
Most occurring characters
| Value | Count | Frequency (%) |
| 343248 | 10.3% | |
| e | 340582 | 10.2% |
| i | 295736 | 8.9% |
| c | 293070 | 8.8% |
| l | 245558 | 7.4% |
| r | 195380 | 5.9% |
| V | 195380 | 5.9% |
| E | 195380 | 5.9% |
| t | 192714 | 5.8% |
| P | 100356 | 3.0% |
| Other values (13) | 934720 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2056822 | |
| Uppercase Letter | 686496 | 20.6% |
| Space Separator | 343248 | 10.3% |
| Open Punctuation | 97690 | 2.9% |
| Close Punctuation | 97690 | 2.9% |
| Dash Punctuation | 50178 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 340582 | |
| i | 295736 | |
| c | 293070 | |
| l | 245558 | |
| r | 195380 | |
| t | 192714 | |
| y | 97690 | 4.7% |
| h | 97690 | 4.7% |
| b | 50178 | 2.4% |
| d | 50178 | 2.4% |
| Other values (4) | 198046 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 195380 | |
| E | 195380 | |
| P | 100356 | |
| H | 100356 | |
| B | 95024 |
Space Separator
| Value | Count | Frequency (%) |
| 343248 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 97690 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 97690 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 50178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2743318 | |
| Common | 588806 | 17.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 340582 | |
| i | 295736 | |
| c | 293070 | |
| l | 245558 | |
| r | 195380 | 7.1% |
| V | 195380 | 7.1% |
| E | 195380 | 7.1% |
| t | 192714 | 7.0% |
| P | 100356 | 3.7% |
| H | 100356 | 3.7% |
| Other values (9) | 588806 |
Common
| Value | Count | Frequency (%) |
| 343248 | ||
| ( | 97690 | 16.6% |
| ) | 97690 | 16.6% |
| - | 50178 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3332124 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 343248 | 10.3% | |
| e | 340582 | 10.2% |
| i | 295736 | 8.9% |
| c | 293070 | 8.8% |
| l | 245558 | 7.4% |
| r | 195380 | 5.9% |
| V | 195380 | 5.9% |
| E | 195380 | 5.9% |
| t | 192714 | 5.8% |
| P | 100356 | 3.0% |
| Other values (13) | 934720 |
electric_range
Real number (ℝ)
High correlation
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.03043 |
| Minimum | 1 |
|---|---|
| Maximum | 337 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 763.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 30 |
| median | 58 |
| Q3 | 215 |
| 95-th percentile | 291 |
| Maximum | 337 |
| Range | 336 |
| Interquartile range (IQR) | 185 |
Descriptive statistics
| Standard deviation | 98.43034 |
|---|---|
| Coefficient of variation (CV) | 0.87083042 |
| Kurtosis | -1.2045914 |
| Mean | 113.03043 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 0.61579019 |
| Sum | 11041943 |
| Variance | 9688.5318 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 215 | 6466 | 6.6% |
| 25 | 4763 | 4.9% |
| 21 | 4682 | 4.8% |
| 32 | 4619 | 4.7% |
| 238 | 4512 | 4.6% |
| 42 | 4121 | 4.2% |
| 220 | 4040 | 4.1% |
| 84 | 3758 | 3.8% |
| 38 | 2573 | 2.6% |
| 53 | 2440 | 2.5% |
| Other values (100) | 55716 |
| Value | Count | Frequency (%) |
| 1 | 15 | < 0.1% |
| 6 | 967 | |
| 8 | 33 | < 0.1% |
| 9 | 18 | < 0.1% |
| 10 | 168 | 0.2% |
| 11 | 4 | < 0.1% |
| 12 | 172 | 0.2% |
| 13 | 368 | 0.4% |
| 14 | 1092 | |
| 15 | 93 | 0.1% |
| Value | Count | Frequency (%) |
| 337 | 79 | 0.1% |
| 330 | 332 | 0.3% |
| 322 | 1733 | |
| 308 | 555 | 0.6% |
| 293 | 471 | 0.5% |
| 291 | 2394 | |
| 289 | 650 | 0.7% |
| 288 | 17 | < 0.1% |
| 270 | 276 | 0.3% |
| 266 | 1401 |
cafv_eligibility
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
| Clean Alternative Fuel Vehicle Eligible | |
|---|---|
| Not eligible due to low battery range |
Length
| Max length | 39 |
|---|---|
| Median length | 39 |
| Mean length | 38.525294 |
| Min length | 37 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Clean Alternative Fuel Vehicle Eligible |
|---|---|
| 2nd row | Clean Alternative Fuel Vehicle Eligible |
| 3rd row | Clean Alternative Fuel Vehicle Eligible |
| 4th row | Not eligible due to low battery range |
| 5th row | Clean Alternative Fuel Vehicle Eligible |
Common Values
| Value | Count | Frequency (%) |
| Clean Alternative Fuel Vehicle Eligible | 74503 | |
| Not eligible due to low battery range | 23187 | 23.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| eligible | 97690 | |
| clean | 74503 | |
| alternative | 74503 | |
| fuel | 74503 | |
| vehicle | 74503 | |
| not | 23187 | 4.3% |
| due | 23187 | 4.3% |
| to | 23187 | 4.3% |
| low | 23187 | 4.3% |
| battery | 23187 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 637456 | |
| l | 516579 | |
| 437134 | ||
| i | 344386 | |
| t | 241754 | 6.4% |
| a | 195380 | 5.2% |
| n | 172193 | 4.6% |
| b | 120877 | 3.2% |
| r | 120877 | 3.2% |
| g | 120877 | 3.2% |
| Other values (14) | 856023 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2930700 | |
| Space Separator | 437134 | 11.6% |
| Uppercase Letter | 395702 | 10.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 637456 | |
| l | 516579 | |
| i | 344386 | |
| t | 241754 | 8.2% |
| a | 195380 | 6.7% |
| n | 172193 | 5.9% |
| b | 120877 | 4.1% |
| r | 120877 | 4.1% |
| g | 120877 | 4.1% |
| u | 97690 | 3.3% |
| Other values (7) | 362631 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 74503 | |
| C | 74503 | |
| V | 74503 | |
| F | 74503 | |
| A | 74503 | |
| N | 23187 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 437134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3326402 | |
| Common | 437134 | 11.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 637456 | |
| l | 516579 | |
| i | 344386 | |
| t | 241754 | 7.3% |
| a | 195380 | 5.9% |
| n | 172193 | 5.2% |
| b | 120877 | 3.6% |
| r | 120877 | 3.6% |
| g | 120877 | 3.6% |
| u | 97690 | 2.9% |
| Other values (13) | 758333 |
Common
| Value | Count | Frequency (%) |
| 437134 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3763536 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 637456 | |
| l | 516579 | |
| 437134 | ||
| i | 344386 | |
| t | 241754 | 6.4% |
| a | 195380 | 5.2% |
| n | 172193 | 4.6% |
| b | 120877 | 3.2% |
| r | 120877 | 3.2% |
| g | 120877 | 3.2% |
| Other values (14) | 856023 |
county
Text
| Distinct | 157 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 15 |
| Mean length | 5.5899887 |
| Min length | 0 |
Unique
| Unique | 70 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | King |
|---|---|
| 2nd row | King |
| 3rd row | King |
| 4th row | Kitsap |
| 5th row | Thurston |
| Value | Count | Frequency (%) |
| king | 45475 | |
| snohomish | 10348 | 10.4% |
| pierce | 8152 | 8.2% |
| clark | 6570 | 6.6% |
| thurston | 3977 | 4.0% |
| kitsap | 3718 | 3.7% |
| spokane | 3145 | 3.2% |
| whatcom | 2937 | 3.0% |
| benton | 1600 | 1.6% |
| skagit | 1277 | 1.3% |
| Other values (160) | 12149 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 73558 | |
| n | 73233 | |
| K | 49771 | 9.1% |
| g | 47220 | 8.6% |
| o | 35327 | 6.5% |
| a | 30165 | 5.5% |
| h | 28561 | 5.2% |
| e | 24312 | 4.5% |
| s | 22578 | 4.1% |
| r | 21890 | 4.0% |
| Other values (39) | 139471 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 445072 | |
| Uppercase Letter | 99347 | 18.2% |
| Space Separator | 1661 | 0.3% |
| Other Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 73558 | |
| n | 73233 | |
| g | 47220 | |
| o | 35327 | |
| a | 30165 | |
| h | 28561 | 6.4% |
| e | 24312 | 5.5% |
| s | 22578 | 5.1% |
| r | 21890 | 4.9% |
| t | 16523 | 3.7% |
| Other values (14) | 71705 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 49771 | |
| S | 15802 | 15.9% |
| C | 8591 | 8.6% |
| P | 8386 | 8.4% |
| T | 3984 | 4.0% |
| W | 3950 | 4.0% |
| B | 1611 | 1.6% |
| J | 1420 | 1.4% |
| I | 1276 | 1.3% |
| G | 900 | 0.9% |
| Other values (12) | 3656 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4 | |
| . | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 1661 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 544419 | |
| Common | 1667 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 73558 | |
| n | 73233 | |
| K | 49771 | 9.1% |
| g | 47220 | 8.7% |
| o | 35327 | 6.5% |
| a | 30165 | 5.5% |
| h | 28561 | 5.2% |
| e | 24312 | 4.5% |
| s | 22578 | 4.1% |
| r | 21890 | 4.0% |
| Other values (36) | 137804 |
Common
| Value | Count | Frequency (%) |
| 1661 | ||
| ' | 4 | 0.2% |
| . | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 546086 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 73558 | |
| n | 73233 | |
| K | 49771 | 9.1% |
| g | 47220 | 8.6% |
| o | 35327 | 6.5% |
| a | 30165 | 5.5% |
| h | 28561 | 5.2% |
| e | 24312 | 4.5% |
| s | 22578 | 4.1% |
| r | 21890 | 4.0% |
| Other values (39) | 139471 |
city
Text
| Distinct | 630 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 22 |
| Mean length | 8.2769782 |
| Min length | 0 |
Unique
| Unique | 189 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Seattle |
|---|---|
| 2nd row | Renton |
| 3rd row | Seattle |
| 4th row | Bremerton |
| 5th row | Olympia |
| Value | Count | Frequency (%) |
| seattle | 16293 | 14.2% |
| vancouver | 4130 | 3.6% |
| bellevue | 3876 | 3.4% |
| island | 2886 | 2.5% |
| renton | 2711 | 2.4% |
| redmond | 2670 | 2.3% |
| olympia | 2661 | 2.3% |
| kirkland | 2537 | 2.2% |
| spokane | 2379 | 2.1% |
| tacoma | 2369 | 2.1% |
| Other values (672) | 71849 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 108655 | |
| a | 80641 | 10.0% |
| l | 68699 | 8.5% |
| t | 56385 | 7.0% |
| n | 55318 | 6.8% |
| o | 48572 | 6.0% |
| r | 35860 | 4.4% |
| i | 31765 | 3.9% |
| S | 27659 | 3.4% |
| d | 25543 | 3.2% |
| Other values (43) | 269481 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 677254 | |
| Uppercase Letter | 114507 | 14.2% |
| Space Separator | 16674 | 2.1% |
| Dash Punctuation | 143 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 108655 | |
| a | 80641 | |
| l | 68699 | |
| t | 56385 | 8.3% |
| n | 55318 | 8.2% |
| o | 48572 | 7.2% |
| r | 35860 | 5.3% |
| i | 31765 | 4.7% |
| d | 25543 | 3.8% |
| m | 24624 | 3.6% |
| Other values (16) | 141192 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 27659 | |
| B | 13401 | |
| R | 7209 | 6.3% |
| V | 6258 | 5.5% |
| L | 5918 | 5.2% |
| M | 5540 | 4.8% |
| K | 5461 | 4.8% |
| P | 5187 | 4.5% |
| T | 4339 | 3.8% |
| O | 4222 | 3.7% |
| Other values (15) | 29313 |
Space Separator
| Value | Count | Frequency (%) |
| 16674 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 143 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 791761 | |
| Common | 16817 | 2.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 108655 | |
| a | 80641 | 10.2% |
| l | 68699 | 8.7% |
| t | 56385 | 7.1% |
| n | 55318 | 7.0% |
| o | 48572 | 6.1% |
| r | 35860 | 4.5% |
| i | 31765 | 4.0% |
| S | 27659 | 3.5% |
| d | 25543 | 3.2% |
| Other values (41) | 252664 |
Common
| Value | Count | Frequency (%) |
| 16674 | ||
| - | 143 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 808578 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 108655 | |
| a | 80641 | 10.0% |
| l | 68699 | 8.5% |
| t | 56385 | 7.0% |
| n | 55318 | 6.8% |
| o | 48572 | 6.0% |
| r | 35860 | 4.4% |
| i | 31765 | 3.9% |
| S | 27659 | 3.4% |
| d | 25543 | 3.2% |
| Other values (43) | 269481 |
postal_code
Real number (ℝ)
Skewed
| Distinct | 763 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98183.658 |
| Minimum | 2110 |
|---|---|
| Maximum | 99403 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 763.3 KiB |
Quantile statistics
| Minimum | 2110 |
|---|---|
| 5-th percentile | 98008 |
| Q1 | 98058 |
| median | 98166 |
| Q3 | 98407.5 |
| 95-th percentile | 99163 |
| Maximum | 99403 |
| Range | 97293 |
| Interquartile range (IQR) | 349.5 |
Descriptive statistics
| Standard deviation | 2837.5834 |
|---|---|
| Coefficient of variation (CV) | 0.028900771 |
| Kurtosis | 728.85168 |
| Mean | 98183.658 |
| Median Absolute Deviation (MAD) | 133 |
| Skewness | -26.34345 |
| Sum | 9.591267 × 109 |
| Variance | 8051879.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 98052 | 1804 | 1.8% |
| 98115 | 1527 | 1.6% |
| 98033 | 1438 | 1.5% |
| 98103 | 1268 | 1.3% |
| 98012 | 1251 | 1.3% |
| 98006 | 1234 | 1.3% |
| 98072 | 1225 | 1.3% |
| 98040 | 1189 | 1.2% |
| 98004 | 1138 | 1.2% |
| 98034 | 1114 | 1.1% |
| Other values (753) | 84499 |
| Value | Count | Frequency (%) |
| 2110 | 1 | |
| 2136 | 1 | |
| 2842 | 2 | |
| 2909 | 1 | |
| 3804 | 1 | |
| 4412 | 1 | |
| 6111 | 1 | |
| 6335 | 1 | |
| 6355 | 1 | |
| 6360 | 1 |
| Value | Count | Frequency (%) |
| 99403 | 40 | < 0.1% |
| 99402 | 8 | < 0.1% |
| 99371 | 1 | < 0.1% |
| 99362 | 292 | |
| 99361 | 6 | < 0.1% |
| 99360 | 6 | < 0.1% |
| 99357 | 10 | < 0.1% |
| 99354 | 210 | |
| 99353 | 172 | 0.2% |
| 99352 | 440 |
vehicle_location
Text
| Distinct | 763 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 27 |
| Mean length | 26.736053 |
| Min length | 0 |
Unique
| Unique | 257 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | POINT (-122.30253 47.72656) |
|---|---|
| 2nd row | POINT (-122.08747 47.4466) |
| 3rd row | POINT (-122.31676 47.68156) |
| 4th row | POINT (-122.65223 47.57192) |
| 5th row | POINT (-122.9131 47.01359) |
| Value | Count | Frequency (%) |
| point | 97684 | |
| 47.67858 | 1804 | 0.6% |
| 122.13158 | 1804 | 0.6% |
| 122.31676 | 1527 | 0.5% |
| 47.68156 | 1527 | 0.5% |
| 122.2066 | 1438 | 0.5% |
| 47.67887 | 1438 | 0.5% |
| 122.35436 | 1268 | 0.4% |
| 47.67596 | 1268 | 0.4% |
| 122.21061 | 1251 | 0.4% |
| Other values (1513) | 182043 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 263262 | 10.1% |
| 1 | 215007 | 8.2% |
| 4 | 199217 | 7.6% |
| . | 195368 | 7.5% |
| 195368 | 7.5% | |
| 7 | 172289 | 6.6% |
| 6 | 110701 | 4.2% |
| 5 | 110197 | 4.2% |
| 3 | 106579 | 4.1% |
| 8 | 104104 | 4.0% |
| Other values (10) | 939753 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1439638 | |
| Uppercase Letter | 488420 | 18.7% |
| Other Punctuation | 195368 | 7.5% |
| Space Separator | 195368 | 7.5% |
| Close Punctuation | 97684 | 3.7% |
| Open Punctuation | 97684 | 3.7% |
| Dash Punctuation | 97683 | 3.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 263262 | |
| 1 | 215007 | |
| 4 | 199217 | |
| 7 | 172289 | |
| 6 | 110701 | |
| 5 | 110197 | |
| 3 | 106579 | |
| 8 | 104104 | 7.2% |
| 9 | 80005 | 5.6% |
| 0 | 78277 | 5.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 97684 | |
| O | 97684 | |
| T | 97684 | |
| N | 97684 | |
| I | 97684 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 195368 |
Space Separator
| Value | Count | Frequency (%) |
| 195368 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 97684 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 97684 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 97683 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2123425 | |
| Latin | 488420 | 18.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 263262 | |
| 1 | 215007 | |
| 4 | 199217 | |
| . | 195368 | |
| 195368 | ||
| 7 | 172289 | 8.1% |
| 6 | 110701 | 5.2% |
| 5 | 110197 | 5.2% |
| 3 | 106579 | 5.0% |
| 8 | 104104 | 4.9% |
| Other values (5) | 451333 |
Latin
| Value | Count | Frequency (%) |
| P | 97684 | |
| O | 97684 | |
| T | 97684 | |
| N | 97684 | |
| I | 97684 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2611845 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 263262 | 10.1% |
| 1 | 215007 | 8.2% |
| 4 | 199217 | 7.6% |
| . | 195368 | 7.5% |
| 195368 | 7.5% | |
| 7 | 172289 | 6.6% |
| 6 | 110701 | 4.2% |
| 5 | 110197 | 4.2% |
| 3 | 106579 | 4.1% |
| 8 | 104104 | 4.0% |
| Other values (10) | 939753 |
electric_utility
Text
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 763.3 KiB |
Length
| Max length | 112 |
|---|---|
| Median length | 110 |
| Mean length | 44.997246 |
| Min length | 0 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) |
|---|---|
| 2nd row | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) |
| 3rd row | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) |
| 4th row | PUGET SOUND ENERGY INC |
| 5th row | PUGET SOUND ENERGY INC |
| Value | Count | Frequency (%) |
| of | 90586 | |
| 83379 | ||
| wa | 55895 | 7.7% |
| tacoma | 54810 | 7.5% |
| sound | 54057 | 7.4% |
| energy | 54057 | 7.4% |
| puget | 53378 | 7.3% |
| inc||city | 30743 | 4.2% |
| power | 25794 | 3.5% |
| bonneville | 22687 | 3.1% |
| Other values (111) | 205053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 632752 | ||
| O | 330490 | 7.5% |
| N | 321314 | 7.3% |
| T | 302434 | 6.9% |
| A | 294658 | 6.7% |
| E | 284640 | 6.5% |
| I | 248808 | 5.7% |
| C | 231472 | 5.3% |
| Y | 153947 | 3.5% |
| | | 149617 | 3.4% |
| Other values (26) | 1445649 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3351666 | |
| Space Separator | 632752 | 14.4% |
| Math Symbol | 149617 | 3.4% |
| Close Punctuation | 80079 | 1.8% |
| Dash Punctuation | 80079 | 1.8% |
| Open Punctuation | 80079 | 1.8% |
| Decimal Number | 17611 | 0.4% |
| Other Punctuation | 3898 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 330490 | 9.9% |
| N | 321314 | 9.6% |
| T | 302434 | 9.0% |
| A | 294658 | 8.8% |
| E | 284640 | 8.5% |
| I | 248808 | 7.4% |
| C | 231472 | 6.9% |
| Y | 153947 | 4.6% |
| U | 149520 | 4.5% |
| R | 122891 | 3.7% |
| Other values (14) | 911492 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 16205 | |
| 2 | 593 | 3.4% |
| 3 | 487 | 2.8% |
| 5 | 326 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 3300 | |
| # | 326 | 8.4% |
| , | 272 | 7.0% |
Space Separator
| Value | Count | Frequency (%) |
| 632752 |
Math Symbol
| Value | Count | Frequency (%) |
| | | 149617 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 80079 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 80079 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 80079 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3351666 | |
| Common | 1044115 | 23.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 330490 | 9.9% |
| N | 321314 | 9.6% |
| T | 302434 | 9.0% |
| A | 294658 | 8.8% |
| E | 284640 | 8.5% |
| I | 248808 | 7.4% |
| C | 231472 | 6.9% |
| Y | 153947 | 4.6% |
| U | 149520 | 4.5% |
| R | 122891 | 3.7% |
| Other values (14) | 911492 |
Common
| Value | Count | Frequency (%) |
| 632752 | ||
| | | 149617 | 14.3% |
| ) | 80079 | 7.7% |
| - | 80079 | 7.7% |
| ( | 80079 | 7.7% |
| 1 | 16205 | 1.6% |
| & | 3300 | 0.3% |
| 2 | 593 | 0.1% |
| 3 | 487 | < 0.1% |
| # | 326 | < 0.1% |
| Other values (2) | 598 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4395781 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 632752 | ||
| O | 330490 | 7.5% |
| N | 321314 | 7.3% |
| T | 302434 | 6.9% |
| A | 294658 | 6.7% |
| E | 284640 | 6.5% |
| I | 248808 | 5.7% |
| C | 231472 | 5.3% |
| Y | 153947 | 3.5% |
| | | 149617 | 3.4% |
| Other values (26) | 1445649 |
census_tract
Real number (ℝ)
Skewed
| Distinct | 2011 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2966295 × 1010 |
| Minimum | 1.0010201 × 109 |
|---|---|
| Maximum | 6.6010951 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 763.3 KiB |
Quantile statistics
| Minimum | 1.0010201 × 109 |
|---|---|
| 5-th percentile | 5.3011041 × 1010 |
| Q1 | 5.3033008 × 1010 |
| median | 5.303303 × 1010 |
| Q3 | 5.305394 × 1010 |
| 95-th percentile | 5.3067012 × 1010 |
| Maximum | 6.6010951 × 1010 |
| Range | 6.5009931 × 1010 |
| Interquartile range (IQR) | 20932207 |
Descriptive statistics
| Standard deviation | 1.7097359 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.032279696 |
| Kurtosis | 636.7919 |
| Mean | 5.2966295 × 1010 |
| Median Absolute Deviation (MAD) | 2061599 |
| Skewness | -24.835819 |
| Sum | 5.1741185 × 1015 |
| Variance | 2.9231969 × 1018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.30330262 × 1010 | 813 | 0.8% |
| 5.30330285 × 1010 | 446 | 0.5% |
| 5.30330085 × 1010 | 354 | 0.4% |
| 5.303303232 × 1010 | 336 | 0.3% |
| 5.30330078 × 1010 | 308 | 0.3% |
| 5.30330056 × 1010 | 298 | 0.3% |
| 5.30670112 × 1010 | 295 | 0.3% |
| 5.30330245 × 1010 | 287 | 0.3% |
| 5.30330282 × 1010 | 278 | 0.3% |
| 5.30330246 × 1010 | 262 | 0.3% |
| Other values (2001) | 94010 |
| Value | Count | Frequency (%) |
| 1001020100 | 1 | |
| 1001020804 | 1 | |
| 1081041901 | 1 | |
| 1101000900 | 1 | |
| 1101005503 | 1 | |
| 1121010302 | 1 | |
| 4013103219 | 1 | |
| 4013216901 | 1 | |
| 4013610201 | 1 | |
| 4021000323 | 1 |
| Value | Count | Frequency (%) |
| 6.60109507 × 1010 | 1 | < 0.1% |
| 5.60210007 × 1010 | 1 | < 0.1% |
| 5.50090205 × 1010 | 1 | < 0.1% |
| 5.307794001 × 1010 | 4 | |
| 5.307794001 × 1010 | 3 | |
| 5.307794001 × 1010 | 4 | |
| 5.307794 × 1010 | 6 | |
| 5.307794 × 1010 | 5 | |
| 5.307794 × 1010 | 3 | |
| 5.307794 × 1010 | 6 |
legislative_district
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 260 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.732033 |
| Minimum | 1 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 763.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 18 |
| median | 32 |
| Q3 | 41 |
| 95-th percentile | 48 |
| Maximum | 49 |
| Range | 48 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.527743 |
|---|---|
| Coefficient of variation (CV) | 0.50562878 |
| Kurtosis | -1.090173 |
| Mean | 28.732033 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.40680372 |
| Sum | 2799362 |
| Variance | 211.05531 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 41 | 5081 | 5.2% |
| 45 | 4842 | 5.0% |
| 48 | 4179 | 4.3% |
| 36 | 3942 | 4.0% |
| 46 | 3902 | 4.0% |
| 43 | 3584 | 3.7% |
| 1 | 3440 | 3.5% |
| 5 | 3367 | 3.4% |
| 34 | 3166 | 3.2% |
| 11 | 2925 | 3.0% |
| Other values (39) | 59002 |
| Value | Count | Frequency (%) |
| 1 | 3440 | |
| 2 | 1279 | 1.3% |
| 3 | 589 | 0.6% |
| 4 | 1022 | 1.0% |
| 5 | 3367 | |
| 6 | 1164 | 1.2% |
| 7 | 581 | 0.6% |
| 8 | 1351 | 1.4% |
| 9 | 705 | 0.7% |
| 10 | 1989 |
| Value | Count | Frequency (%) |
| 49 | 1683 | 1.7% |
| 48 | 4179 | |
| 47 | 1569 | 1.6% |
| 46 | 3902 | |
| 45 | 4842 | |
| 44 | 2260 | |
| 43 | 3584 | |
| 42 | 1706 | 1.7% |
| 41 | 5081 | |
| 40 | 2663 |
Interactions
Correlations
| cafv_eligibility | census_tract | electric_range | ev_type | legislative_district | make | model_year | postal_code | |
|---|---|---|---|---|---|---|---|---|
| cafv_eligibility | 1.000 | 0.005 | 0.778 | 0.542 | 0.057 | 0.758 | 0.253 | 0.158 |
| census_tract | 0.005 | 1.000 | -0.006 | 0.011 | -0.154 | 0.012 | -0.012 | 0.059 |
| electric_range | 0.778 | -0.006 | 1.000 | 0.969 | 0.053 | 0.526 | -0.217 | -0.074 |
| ev_type | 0.542 | 0.011 | 0.969 | 1.000 | 0.089 | 0.878 | 0.656 | 0.167 |
| legislative_district | 0.057 | -0.154 | 0.053 | 0.089 | 1.000 | 0.074 | -0.035 | -0.385 |
| make | 0.758 | 0.012 | 0.526 | 0.878 | 0.074 | 1.000 | 0.353 | 0.094 |
| model_year | 0.253 | -0.012 | -0.217 | 0.656 | -0.035 | 0.353 | 1.000 | 0.008 |
| postal_code | 0.158 | 0.059 | -0.074 | 0.167 | -0.385 | 0.094 | 0.008 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| model_year | make | model | ev_type | electric_range | cafv_eligibility | county | city | postal_code | vehicle_location | electric_utility | census_tract | legislative_district | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016 | NISSAN | LEAF | Battery Electric Vehicle (BEV) | 84 | Clean Alternative Fuel Vehicle Eligible | King | Seattle | 98125 | POINT (-122.30253 47.72656) | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) | 5.303300e+10 | 46.0 |
| 1 | 2016 | KIA | SOUL | Battery Electric Vehicle (BEV) | 93 | Clean Alternative Fuel Vehicle Eligible | King | Renton | 98058 | POINT (-122.08747 47.4466) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 11.0 |
| 2 | 2018 | TESLA | MODEL 3 | Battery Electric Vehicle (BEV) | 215 | Clean Alternative Fuel Vehicle Eligible | King | Seattle | 98115 | POINT (-122.31676 47.68156) | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) | 5.303300e+10 | 43.0 |
| 3 | 2024 | JEEP | WRANGLER | Plug-in Hybrid Electric Vehicle (PHEV) | 21 | Not eligible due to low battery range | Kitsap | Bremerton | 98312 | POINT (-122.65223 47.57192) | PUGET SOUND ENERGY INC | 5.303508e+10 | 26.0 |
| 4 | 2018 | TESLA | MODEL 3 | Battery Electric Vehicle (BEV) | 215 | Clean Alternative Fuel Vehicle Eligible | Thurston | Olympia | 98512 | POINT (-122.9131 47.01359) | PUGET SOUND ENERGY INC | 5.306701e+10 | 35.0 |
| 5 | 2018 | TESLA | MODEL X | Battery Electric Vehicle (BEV) | 238 | Clean Alternative Fuel Vehicle Eligible | King | Seattle | 98177 | POINT (-122.36498 47.72238) | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) | 5.303300e+10 | 32.0 |
| 6 | 2018 | TESLA | MODEL S | Battery Electric Vehicle (BEV) | 249 | Clean Alternative Fuel Vehicle Eligible | Yakima | Toppenish | 98948 | POINT (-120.31298 46.37508) | PACIFICORP | 5.307794e+10 | 15.0 |
| 7 | 2015 | NISSAN | LEAF | Battery Electric Vehicle (BEV) | 84 | Clean Alternative Fuel Vehicle Eligible | Kitsap | Bainbridge Island | 98110 | POINT (-122.521 47.62728) | PUGET SOUND ENERGY INC | 5.303509e+10 | 23.0 |
| 8 | 2019 | TESLA | MODEL 3 | Battery Electric Vehicle (BEV) | 220 | Clean Alternative Fuel Vehicle Eligible | King | Seattle | 98109 | POINT (-122.35022 47.63824) | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) | 5.303301e+10 | 36.0 |
| 9 | 2018 | TESLA | MODEL 3 | Battery Electric Vehicle (BEV) | 215 | Clean Alternative Fuel Vehicle Eligible | King | Kirkland | 98034 | POINT (-122.22901 47.72201) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303302e+10 | 1.0 |
| model_year | make | model | ev_type | electric_range | cafv_eligibility | county | city | postal_code | vehicle_location | electric_utility | census_tract | legislative_district | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 97680 | 2020 | VOLVO | XC90 | Plug-in Hybrid Electric Vehicle (PHEV) | 18 | Not eligible due to low battery range | King | Seattle | 98117 | POINT (-122.38418 47.70044) | CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA) | 5.303300e+10 | 36.0 |
| 97681 | 2017 | NISSAN | LEAF | Battery Electric Vehicle (BEV) | 107 | Clean Alternative Fuel Vehicle Eligible | Whatcom | Blaine | 98230 | POINT (-122.74888 48.99404) | PUGET SOUND ENERGY INC||PUD NO 1 OF WHATCOM COUNTY | 5.307301e+10 | 42.0 |
| 97682 | 2018 | TESLA | MODEL 3 | Battery Electric Vehicle (BEV) | 215 | Clean Alternative Fuel Vehicle Eligible | King | Seattle | 98178 | POINT (-122.23825 47.49461) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 37.0 |
| 97683 | 2016 | AUDI | A3 | Plug-in Hybrid Electric Vehicle (PHEV) | 16 | Not eligible due to low battery range | Mason | Shelton | 98584 | POINT (-123.10565 47.21248) | BONNEVILLE POWER ADMINISTRATION||CITY OF TACOMA - (WA)||PUD NO 3 OF MASON COUNTY | 5.304596e+10 | 35.0 |
| 97684 | 2023 | CHRYSLER | PACIFICA | Plug-in Hybrid Electric Vehicle (PHEV) | 32 | Clean Alternative Fuel Vehicle Eligible | Snohomish | Edmonds | 98026 | POINT (-122.31768 47.87166) | PUGET SOUND ENERGY INC | 5.306105e+10 | 21.0 |
| 97685 | 2017 | FIAT | 500 | Battery Electric Vehicle (BEV) | 84 | Clean Alternative Fuel Vehicle Eligible | Spokane | Spokane | 99218 | POINT (-117.4118 47.7458) | BONNEVILLE POWER ADMINISTRATION||AVISTA CORP||INLAND POWER & LIGHT COMPANY | 5.306301e+10 | 6.0 |
| 97686 | 2013 | CHEVROLET | VOLT | Plug-in Hybrid Electric Vehicle (PHEV) | 38 | Clean Alternative Fuel Vehicle Eligible | Snohomish | Everett | 98208 | POINT (-122.18637 47.89251) | PUGET SOUND ENERGY INC | 5.306104e+10 | 44.0 |
| 97687 | 2024 | JEEP | GRAND CHEROKEE | Plug-in Hybrid Electric Vehicle (PHEV) | 25 | Not eligible due to low battery range | Pierce | Puyallup | 98374 | POINT (-122.27575 47.13959) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.305307e+10 | 25.0 |
| 97688 | 2023 | KIA | SPORTAGE | Plug-in Hybrid Electric Vehicle (PHEV) | 34 | Clean Alternative Fuel Vehicle Eligible | Kitsap | Bainbridge Island | 98110 | POINT (-122.521 47.62728) | PUGET SOUND ENERGY INC | 5.303509e+10 | 23.0 |
| 97689 | 2023 | KIA | SPORTAGE | Plug-in Hybrid Electric Vehicle (PHEV) | 34 | Clean Alternative Fuel Vehicle Eligible | Whatcom | Bellingham | 98226 | POINT (-122.49756 48.7999) | PUGET SOUND ENERGY INC||PUD NO 1 OF WHATCOM COUNTY | 5.307300e+10 | 42.0 |
Duplicate rows
Most frequently occurring
| model_year | make | model | ev_type | electric_range | cafv_eligibility | county | city | postal_code | vehicle_location | electric_utility | census_tract | legislative_district | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13618 | 2025 | JEEP | WRANGLER | Plug-in Hybrid Electric Vehicle (PHEV) | 21 | Not eligible due to low battery range | King | Seatac | 98148 | POINT (-122.32863 47.46233) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 33.0 | 380 |
| 12177 | 2024 | CHRYSLER | PACIFICA | Plug-in Hybrid Electric Vehicle (PHEV) | 32 | Clean Alternative Fuel Vehicle Eligible | King | Renton | 98057 | POINT (-122.20489 47.47532) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 11.0 | 260 |
| 11368 | 2023 | CHRYSLER | PACIFICA | Plug-in Hybrid Electric Vehicle (PHEV) | 32 | Clean Alternative Fuel Vehicle Eligible | King | Renton | 98057 | POINT (-122.20489 47.47532) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 11.0 | 159 |
| 13619 | 2025 | JEEP | WRANGLER | Plug-in Hybrid Electric Vehicle (PHEV) | 21 | Not eligible due to low battery range | King | Tukwila | 98188 | POINT (-122.29179 47.43473) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 11.0 | 149 |
| 12285 | 2024 | JEEP | GRAND CHEROKEE | Plug-in Hybrid Electric Vehicle (PHEV) | 25 | Not eligible due to low battery range | King | Renton | 98057 | POINT (-122.20489 47.47532) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 11.0 | 137 |
| 12441 | 2024 | JEEP | WRANGLER | Plug-in Hybrid Electric Vehicle (PHEV) | 21 | Not eligible due to low battery range | King | Renton | 98057 | POINT (-122.20489 47.47532) | PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA) | 5.303303e+10 | 11.0 | 110 |
| 2965 | 2017 | CHEVROLET | BOLT EV | Battery Electric Vehicle (BEV) | 238 | Clean Alternative Fuel Vehicle Eligible | Thurston | Olympia | 98501 | POINT (-122.89165 47.03954) | PUGET SOUND ENERGY INC | 5.306701e+10 | 22.0 | 100 |
| 13616 | 2025 | JEEP | WRANGLER | Plug-in Hybrid Electric Vehicle (PHEV) | 21 | Not eligible due to low battery range | Clark | Vancouver | 98682 | POINT (-122.55149 45.69345) | BONNEVILLE POWER ADMINISTRATION||PUD NO 1 OF CLARK COUNTY - (WA) | 5.301104e+10 | 17.0 | 99 |
| 12182 | 2024 | CHRYSLER | PACIFICA | Plug-in Hybrid Electric Vehicle (PHEV) | 32 | Clean Alternative Fuel Vehicle Eligible | Spokane | Spokane Valley | 99212 | POINT (-117.28805 47.68043) | BONNEVILLE POWER ADMINISTRATION||VERA IRRIGATION DISTRICT #15 | 5.306301e+10 | 4.0 | 56 |
| 12180 | 2024 | CHRYSLER | PACIFICA | Plug-in Hybrid Electric Vehicle (PHEV) | 32 | Clean Alternative Fuel Vehicle Eligible | Lewis | Centralia | 98531 | POINT (-122.95266 46.72895) | BONNEVILLE POWER ADMINISTRATION||CITY OF CENTRALIA - (WA)|CITY OF TACOMA - (WA) | 5.304197e+10 | 20.0 | 51 |